Archivio Istituzionale della RicercaRUOSPO, ANNACHIARA
RUOSPO, ANNACHIARA
Dipartimento di Automatica e Informatica
041203
A Survey on Deep Learning Resilience Assessment Methodologies
2023 Ruospo, Annachiara; Sanchez, Ernesto; Matana Luza, Lucas; Dilillo, Luigi; Traiola, Marcello; Bosio, Alberto
Emulating the Effects of Radiation-Induced Soft-Errors for the Reliability Assessment of Neural Networks
2022 Matana Luza, Lucas; Ruospo, Annachiara; Soderstrom, Daniel; Cazzaniga, Carlo; Kastriotou, Maria; Sanchez, Ernesto; Bosio, Alberto; Dilillo, Luigi
Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors
2022 Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez, Ernesto; Squillero, Giovanni
Investigating data representation for efficient and reliable Convolutional Neural Networks
2021 Ruospo, Annachiara; Sanchez, Ernesto; Traiola, Marcello; O’Connor, Ian; Bosio, Alberto
On the Reliability Assessment of Artificial Neural Networks Running on AI-Oriented MPSoCs
2021 Ruospo, Annachiara; Ernesto, Sanchez
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Survey on Deep Learning Resilience Assessment Methodologies / Ruospo, Annachiara; Sanchez, Ernesto; Matana Luza, Lucas; Dilillo, Luigi; Traiola, Marcello; Bosio, Alberto. - In: COMPUTER. - ISSN 0018-9162. - ELETTRONICO. - 56:2(2023), pp. 57-66. [10.1109/MC.2022.3217841] | 1-gen-2023 | Ruospo, AnnachiaraSanchez, Ernesto + | A_Survey_on_Deep_Learning_Resilience_Assessment_Methodologies_CR.pdf; A_Survey_on_Deep_Learning_Resilience_Assessment_Methodologies.pdf |
| Emulating the Effects of Radiation-Induced Soft-Errors for the Reliability Assessment of Neural Networks / Matana Luza, Lucas; Ruospo, Annachiara; Soderstrom, Daniel; Cazzaniga, Carlo; Kastriotou, Maria; Sanchez, Ernesto; Bosio, Alberto; Dilillo, Luigi. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 10:4(2022), pp. 1867-1882. [10.1109/TETC.2021.3116999] | 1-gen-2022 | Ruospo, AnnachiaraSanchez, Ernesto + | 2021_TETC___Emulating_the_Effects_of_Radiation_Induced_Soft_Errors_for_the_Reliability_Assessment_of_Neural_Networks.pdf; PUBLISHED_Emulating_the_Effects_of_Radiation-Induced_Soft-Errors_for_the_Reliability_Assessment_of_Neural_Networks.pdf |
| Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors / Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez, Ernesto; Squillero, Giovanni. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - ELETTRONICO. - 116:(2022), pp. 1-16. [10.1016/j.asoc.2021.108068] | 1-gen-2022 | Aleksa DamljanovicAnnachiara RuospoErnesto SanchezGiovanni Squillero | HT_ML_Elsevier.pdf; 1-s2.0-S1568494621009753-main.pdf |
| Investigating data representation for efficient and reliable Convolutional Neural Networks / Ruospo, Annachiara; Sanchez, Ernesto; Traiola, Marcello; O’Connor, Ian; Bosio, Alberto. - In: MICROPROCESSORS AND MICROSYSTEMS. - ISSN 0141-9331. - ELETTRONICO. - 86 (104318):(2021). [10.1016/j.micpro.2021.104318] | 1-gen-2021 | Ruospo, AnnachiaraSanchez, Ernesto + | FINAL_POSTPRODUCTION_PUBLISHED.pdf |
| On the Reliability Assessment of Artificial Neural Networks Running on AI-Oriented MPSoCs / Ruospo, Annachiara; Ernesto, Sanchez. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 11:14(2021). [10.3390/app11146455] | 1-gen-2021 | Annachiara RuospoErnesto Sanchez | applsci-11-06455.pdf; On_the_Reliability_Assessment_of_Artificial_Neural_Networks_Running_on_AI_Oriented_MPSoCs_final.pdf |